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The Potential and Limitations of Large Language Models for Text Classification through Synthetic Data Generation
Computer ScienceInternational Research Journal of Engineering & Applied Sciences (IRJEAS)

The Potential and Limitations of Large Language Models for Text Classification through Synthetic Data Generation

A. K. P. Venkata and L. Gudala

Discover how large language models are transforming text classification and the challenges associated with data scarcity in this insightful exploration by Ashok Kumar Pamidi Venkata and Leeladhar Gudala. Learn about innovative techniques like synthetic data generation and the implications for model fairness and performance enhancement.... show more
Introduction
Literature Review
Methodology
Key Findings
Discussion
Conclusion
Limitations
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